AI Governance

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Overview

AI governance examines who sets the rules for AI, how responsibilities are distributed, and how systems can be made accountable across their lifecycles. Approaches include risk-based regulation such as the EU AI Act, standards such as the NIST AI Risk Management Framework, and practical tools including audits, impact assessments, human oversight, incident reporting, runtime monitoring, and governance-as-code. Researchers also study public participation, rights, labor, privacy, and how governance differs across sectors and countries. A central tension is that formal policies and compliance records do not necessarily prove effective control or prevent harm, especially as AI systems become more autonomous and depend on complex supply chains.

Latest papers

CardsList

386 papers28 papers in the last four weeks, down 44% on the four weeks before. 0.2% of all new papers.

  1. The Security Cost of Intelligence: AI Capability, Cyber Risk, and Deployment Paradox

    Apr 24, 2026Sukwoong ChoiAI Risk ManagementCybersecurity

    Assistant Professor, Massry School of Business, University at Albany, SUNY · Research Fellow, MIT FutureTech

  2. Institutions for the Post-Scarcity of Judgment

    Apr 24, 2026Lauri LovénAI AccountabilityAI Governance

    Future Computing Group, University of Oulu, Finland

  3. How Supply Chain Dependencies Complicate Bias Measurement and Accountability Attribution in AI Hiring Applications

    Apr 24, 2026Gauri Sharma, Maryam MolamohammadiAlgorithmic AuditingAlgorithmic Accountability

    Mila Quebec AI Institute · Montreal, Quebec, Canada

  4. A Co-Evolutionary Theory of Human-AI Coexistence: Mutualism, Governance, and Dynamics in Complex Societies

    Apr 24, 2026Somyajit ChakrabortyAI AlignmentAI Governance

    School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China

  5. Mathematical Modelling of Ethical AI Use in Higher Education: A Coordination Game Framework for Future-Facing Learning

    Apr 23, 2026Ndidi Bianca Ogbo, Zhao Song, Shatha Ghareeb +1Educational AssessmentGenerative AI in Education

    School of Computing, Engineering and Digital Technologies, Teesside University, United Kingdom

  6. Rethinking Publication: A Certification Framework for AI-Enabled Research

    Apr 23, 2026Yang Lu, Rabimba Karanjai, Lei Xu +1AI-Assisted Scientific ResearchScholarly Peer Review

  7. Bounding the Black Box: A Statistical Certification Framework for AI Risk Regulation

    Apr 23, 2026Natan Levy, Gadi PerlAI AssuranceAI Risk Management

    School of Computer Science and Engineering The Hebrew University of Jerusalem(HUJI) Jerusalem, Israel · dept. name of organization (of Aff.) The Hebrew University of Jerusalem(HUJI) Jerusalem, Israel

  8. Engaged AI Governance: Addressing the Last Mile Challenge Through Internal Expert Collaboration

    Apr 23, 2026Simon Jarvers, Orestis PapakyriakopoulosAI GovernanceAI Regulatory Compliance

    Technical University of Munich, Professorship for Societal Computing, Munich, Germany

  9. AI Governance under Political Turnover: The Alignment Surface of Compliance Design

    Apr 22, 2026Andrew J. PetersonAI AccountabilityAI Governance

    University of Poitiers

  10. Relative Principals, Pluralistic Alignment, and the Structural Value Alignment Problem

    Apr 22, 2026Travis LaCroixAI AlignmentAI Governance

    Durham University, United Kingdom

  11. Measuring the Machine: Evaluating Generative AI as Pluralist Sociotechical Systems

    Apr 22, 2026Rebecca L. JohnsonAI GovernanceGenerative AI Evaluation

    The School of History and Philosophy of Science, Faculty of Science The University of Sydney

  12. Informing AI Policy Assessment using Large-Scale Simulation of Interventions

    Apr 20, 2026Julia Barnett, Kimon Kieslich, Natali Helberger +1Participatory AIAI Governance

    Northwestern University, USA · University of Amsterdam, The Netherlands · University of Hohenheim, Germany

  13. Position: No Retroactive Cure for Infringement during Training

    Apr 20, 2026Satoru Utsunomiya, Masaru Isonuma, Junichiro Mori +1AI AccountabilityAI Governance

    The University of Tokyo, Tokyo, Japan · NII LLMC, Tokyo, Japan · Tohoku University, Miyagi, Japan +1

  14. The Open-Weight Paradox: Why Restricting Access to AI Models May Undermine the Safety It Seeks to Protect

    Apr 19, 2026Vinicius Santana GomesAI Governance

    Special Advisor, Government of the Federal District of Brazil · AI Instructor, School of Government of the Federal District of Brazil

  15. High-Risk AI Systems and the Problem of Identity in the European AI Act

    Apr 17, 2026Andrea FerrarioAI AssuranceAI Governance

    Institute of Biomedical Ethics and History of Medicine, University of Zürich, Zürich, Switzerland · SUPSI, Dalle Molle Institute for Artificial Intelligence (IDSIA), Lugano, Switzerland · ETH Zürich, Zürich, Switzerland

  16. Reckoning with the Political Economy of AI: Avoiding Decoys in Pursuit of Accountability

    Apr 17, 2026Janet Vertesi, danah boyd, Alex Taylor +1AI AccountabilityAlgorithmic Accountability

    Princeton University, Princeton, NJ USA · Cornell University, Ithaca, NY, USA · University of Edinburgh, Edinburgh, UK +1

  17. Bureaucratic Silences: What the Canadian AI Register Reveals, Omits, and Obscures

    Apr 16, 2026Dipto Das, Christelle Tessono, Syed Ishtiaque Ahmed +1Algorithmic AccountabilityAI Governance

    Department of Computer Science · University of Toronto · Toronto, Ontario, Canada +1

  18. Data-driven and distributed governance of building facilities management using decentralized autonomous organization, digital twin, and large language models

    Apr 16, 2026Reachsak Ly, Alireza Shojaei, Xinghua Gao +2AI-Assisted Decision MakingAI Governance

    School of Technology, Eastern Illinois University, Charleston, Illinois, United States · Myers-Lawson School of Construction, Virginia Polytechnic Institute and State University, Blacksburg, Virginia, United States

  19. Governing Reflective Human-AI Collaboration: A Framework for Epistemic Scaffolding and Traceable Reasoning

    Apr 16, 2026Rikard Rosenbacke, Carl Rosenbacke, Victor Rosenbacke +1AI GovernanceHuman-AI Collaboration

    Faculty of Medicine, Lund University, Sweden · Department of Economics, Lund University School of Economics and Management, Sweden · Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, UK

  20. The Missing Knowledge Layer in AI: A Framework for Stable Human-AI Reasoning

    Apr 16, 2026Rikard Rosenbacke, Carl Rosenbacke, Victor Rosenbacke +1LLM Uncertainty EstimationAI Governance

    Faculty of Medicine, Lund University, Sweden · Department of Economics, Lund University School of Economics and Management, Sweden · Department of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, UK

  21. A Regulatory Governance Framework for AI-Driven Financial Fraud Detection in U.S. Banking: Integrating OCC, SR 11-7, CFPB, and FinCEN Compliance Requirements for Model Development, Validation, and Monitoring Lifecycles

    Apr 14, 2026Mohammad Nasir UddinAI Regulatory ComplianceAI Governance

    Westcliff University, Irvine, California, USA

  22. AI of the People, by the People, for the People: A Social Choice Approach to Collective Control of Artificial Intelligence

    Apr 14, 2026Paul Anton Bachmann, Niclas Boehmer, Lukas Daniel Klausner +1AI ControlAI Governance

    Institute of Logic and Computation, TU Wien, Vienna, Austria · Hasso Plattner Institute, University of Potsdam, Potsdam, Germany · Center for Artificial Intelligence, University of Applied Sciences St. Pölten, St. Pölten, Austria

  23. Artificial Intelligence Index Report 2026

    Apr 14, 2026Sha Sajadieh, Loredana Fattorini, Raymond Perrault +20AI for ScienceAI Governance

    Stanford Institute for Human-Centered Artificial Intelligence (HAI)

  24. Inspectable AI for Science: A Research Object Approach to Generative AI Governance

    Apr 13, 2026Ruta Binkyte, Sharif Abuaddba, Chamikara Mahawaga +3AI GovernanceAI-Assisted Scientific Research

    CISPA, Helmholtz Center for Information Security · DATA61,CSIRO · Data61, CSIRO +1

  25. Taking a Pulse on How Generative AI is Reshaping the Software Engineering Research Landscape

    Apr 13, 2026Bianca Trinkenreich, Fabio Calefato, Kelly Blincoe +8AI-Assisted Scientific ResearchAI Governance

    Colorado State University, Fort Collins, CO, USA · University of Bari, Bari, Italy · University of Auckland, Auckland, New Zealand +5

  26. A Proposed Biomedical Data Policy Framework to Reduce Fragmentation, Improve Quality, and Incentivize Sharing in Indian Healthcare in the era of Artificial Intelligence and Digital Health

    Apr 13, 2026Nikhil Mehta, Sachin Gupta, Gouri RP AnandAI Governance

    Consultant Dermatology, Department of Telemedicine, Post Graduate Institute of Medical Sciences, Chandigarh, India · Assistant Professor, Department of Dermatology, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Faridabad, Haryana, India · Senior Resident, Department of Dermatology, All India Institute of Medical Sciences, Delhi, India

  27. AI Integrity: A New Paradigm for Verifiable AI Governance

    Apr 13, 2026Seulki LeeAI GovernanceAI Assurance

    AI Integrity Organization (AIO), Geneva, Switzerland

  28. Examining EAP Students' AI Disclosure Intention: A Cognition-Affect-Conation Perspective

    Apr 13, 2026Yiran Du, Huimin HeGenerative AI in EducationAI Governance

    University of Cambridge · Xi'an Jiaotong-Liverpool University, Suzhou, China

  29. Benchmarking Open-Weight Foundation Models for Global AI Technical Governance

    Apr 12, 2026Jason HungJurisdictional Bias in Language ModelsLLM Evaluation

    Internet Society

  30. Governed Reasoning for Institutional AI

    Apr 12, 2026Mamadou SeckAI Agent GovernanceAI-Assisted Decision Making

    Independent Researcher